Matching Markets with N-Dimensional Preferences
Abstract. This paper analyzes matching markets where agent types are n-vectors of characteristics--i.e. points in R^n --and agents prefer matches that are closer to them according to a distance metric on this set (horizontal preferences). First, given a few assumptions, I show that in the Gale-Shapley stable matching in this environment, agents match to a linear function of their own type. I show that restrictions on preferences are not as onerous as they may seem, as a rich variety of preference structures can be mapped into the horizontal framework. With these results in hand, I develop a highly stylized model of an online dating platform that helps consumers find and contact potential matches, where consumers have preferences over many characteristics (e.g. height, income, age, etc.) and have the option to pay to join the platform or look for a match off the platform. I characterize the firm's optimal pricing strategy and the concomitant market outcomes for consumers. Finally, I address an unanswered question in the matching literature--can multidimensional preferences be aggregated (e.g. into a univariate measure of quality) without changing the salient features of the model? I find that, in the dating platform model I introduced, consumer preferences can be aggregated without any change to firm strategy or market outcomes, providing some justification for the univariate-type matching models prevalent in the theoretical matching literature.
|Date of creation:||Feb 2014|
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- Adachi, Hiroyuki, 2003. "A search model of two-sided matching under nontransferable utility," Journal of Economic Theory, Elsevier, vol. 113(2), pages 182-198, December.
- Simon Clark, 2003. "Matching and Sorting with Horizontal Heterogeneity," ESE Discussion Papers 94, Edinburgh School of Economics, University of Edinburgh.
- Clark Simon, 2006. "The Uniqueness of Stable Matchings," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 6(1), pages 1-28, December.
- Patrick Legros & Andrew F. Newman, 2007.
"Beauty Is a Beast, Frog Is a Prince: Assortative Matching with Nontransferabilities,"
Econometric Society, vol. 75(4), pages 1073-1102, 07.
- Patrick Legros & Andrew F. Newman, 2002. "Beauty is a Beast, Frog is a Prince: Assortative Matching with Nontransferabilities," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-149, Boston University - Department of Economics, revised Nov 2004.
- Patrick Legros & Andrew F. Newman, 2003. "Beauty is a Beast, Frog is a Prince: Assortative Matching with Nontransferabilities," Economics Working Papers 0030, Institute for Advanced Study, School of Social Science.
- Simon Clark, 2007. "Matching and Sorting when Like Attracts Like," ESE Discussion Papers 171, Edinburgh School of Economics, University of Edinburgh.
- Ken Burdett & Melvyn G. Coles, 1997. "Marriage and Class," The Quarterly Journal of Economics, Oxford University Press, vol. 112(1), pages 141-168.
- Becker, Gary S, 1973. "A Theory of Marriage: Part I," Journal of Political Economy, University of Chicago Press, vol. 81(4), pages 813-846, July-Aug..
- Klumpp, Tilman, 2009. "Two-sided matching with spatially differentiated agents," Journal of Mathematical Economics, Elsevier, vol. 45(5-6), pages 376-390, May. Full references (including those not matched with items on IDEAS)
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